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Team Leader Mlops, Language Technologies
hace 2 meses
About Us
The Barcelona Supercomputing Center (BSC) is a leading supercomputing center in Spain, housing one of the most powerful supercomputers in Europe, MareNostrum. Our mission is to research, develop, and manage information technologies to facilitate scientific progress. We combine HPC service provision and R&D into computer and computational science under one roof.
Our Commitment to Diversity and Inclusion
We are committed to promoting equity, diversity, and inclusion, fostering an environment where each individual is valued and respected for their unique qualities. We actively seek to avoid perpetuating biases and oversights in science and IT research, and we encourage the incorporation of underrepresented groups in our hiring processes.
Job Context and Mission
The Language Technologies Unit at BSC has a strong track record in several NLP areas, including massive language model building, biomedical text mining, machine translation, and unsupervised learning for under-resourced languages and domains. We are seeking an MLOps team leader with experience in designing and shipping internal tools for automating the development, deployment, and monitoring of ML models.
Key Responsibilities
- Manage a team of MLOps engineers to build and maintain internal tools.
- Take ownership of the internal product roadmap to ensure continuous delivery.
- Design and implement ML model continuous integration, continuous deployment, and continuous monitoring processes for production.
- Develop and maintain CI/CD pipelines for ML models.
- Configure and automate ML model deployment, monitoring, and scaling in production.
- Implement monitoring and logging of ML models.
- Identify areas of improvement in ML model lifecycle.
- Collaborate with data engineers and ML engineers to select best ML model architectures and hyperparameters.
- Ensure the accessibility of open software and the replicability of their deployment via containers-based architectures.
